BeeKeeperAI (EscrowAI) vs Permutive

BeeKeeperAI’s EscrowAI is a confidential AI computing environment for protecting models and data while controlling AI-agent actions. It runs data and models inside a hardware-isolated Trusted Execution Environment, with encryption inside that environment, in transit, and at rest. An immutable ledger records computations and autonomous-agent activity. Governance controls authorize agent actions and can enforce or revoke permission when an agent acts outside approval or attempts to leave the protected environment. EscrowAI can run open-source and open-weight models in its secure environments. BeeKeeperAI says it can be hosted in the cloud or on premises, including an Azure confidential-computing setup using Intel SGX enclaves. Healthcare workflows support dataset creation, labeling, segmentation, and annotation. Data remains in an organization’s protected cloud storage and uses primary rather than synthetic or de-identified data. The paid product has pricing on request and no listed public trial.

Permutive combines a data management platform, clean room, curation, and first-party data activation for publishers, advertisers, agencies, and retail media leaders. It ingests first-party data from sites, apps, or CDPs to build a real-time audience graph, with audience segments based on behavioral, contextual, and demographic data. Its clean room supports collaboration with more than 150 publishers without data transfers, PII sharing, or code writing; advertisers can activate through more than 150 publishers and SSPs using one Deal ID. The clean room can run on Google Cloud, Snowflake, Databricks, and Azure. Permutive lists connections to identity and contextual providers, SSPs, CDPs, cloud platforms, ad servers, DSPs, curation marketplaces, and social media. The company says its Edge technology processes data on-device, and that processing for its vertical publisher solution complies with GDPR, CCPA, and other global regulations. It has completed SOC 2 and SOC 3 audits. The company was founded in 2014 and is based in London. Pricing is on request; there is no free plan or trial. Supported platforms are Android, iOS, and web.